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Data & AI - RadianNa Solutions Guinea

Data Engineering & Artificial Intelligence

Data & AI

From collection to decision: robust data pipelines, Machine Learning, Deep Learning, Computer Vision, imaging and NLP in production to drive your operations.

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Our Expertise

What we bring

Data Engineering & Pipelines

Machine Learning & Deep Learning

Computer Vision & Image Analysis

LLM, NLP & Generative AI (RAG)

Automated Risk Scoring

Predictive Analytics & Time Series

Anomaly & Fraud Detection

Data Visualization & Business Intelligence

Explainable & Auditable AI

Projects by Sector

Examples of potential implementations

Customs & Trade

AI to modernize customs targeting and risk management.

Deliverables

  • Automated declaration risk scoring
  • Multi-level classification (green / orange / red)
  • Revenue and volume forecasting by office
  • Anomaly and fraud pattern detection
  • Operator behavioral analysis
  • Natural language data querying (NLP)

Governance & Taxation

Tax data intelligence to detect, predict and manage.

Deliverables

  • Tax risk scoring per taxpayer
  • Complex fraud detection (VAT carousels, fake invoices)
  • Entity relationship graphs
  • VAT, corporate tax and recovery revenue forecasting
  • Multi-source cross-referencing (customs, banks, land registry)
  • Declaration consistency analysis

Transport & Logistics

Predictive models to optimize logistics operations.

Deliverables

  • Demand forecasting by product and region
  • Predictive fleet maintenance
  • Fuel diversion and anomaly detection
  • Profitability analysis by client and zone
  • Seasonal peak forecasting (Ramadan, rainy season)

Mining & Resources

AI for yield prediction and traceability.

Deliverables

  • Yield forecasting by extraction site
  • Production anomaly detection
  • Mineral traceability from mine to export
  • Quality analysis by lot and deposit

Health

AI, Deep Learning and imaging in service of public health and medicine.

Deliverables

  • Medical image analysis via Deep Learning (X-rays, ultrasounds, retinas)
  • Automatic pathology detection on images (tumors, fractures, lesions)
  • Organ and tissue segmentation via Computer Vision
  • Epidemiological forecasting and early outbreak detection
  • Patient risk scoring (readmission, complications)
  • NLP on medical records (clinical information extraction)
  • Pharmaceutical stock optimization through demand forecasting
  • Triage and diagnostic assistance models
  • Hospital flow predictive analytics

Real Estate & Construction

AI and Computer Vision for plan analysis, estimation and site monitoring.

Deliverables

  • Automatic architectural plan reading (all formats)
  • Room, surface, opening and dimension detection
  • Automatic living and usable area estimation
  • Automatic ready-to-use property data sheet generation
  • Drone imagery construction site progress monitoring
  • Construction anomaly detection via Computer Vision
  • Deadline and budget overrun prediction
  • Automatic material and finish classification

Ready to take action?

Turn your data into actionable intelligence

Describe your challenge. Our experts analyze your situation and deliver a roadmap you can act on.

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